Optimum features computation using genetic algorithm for wet and dry cough classification

YA Amrulloh, IH Priastomo… - 2018 2nd …, 2018 - ieeexplore.ieee.org
The nature of cough sound has been considered as one of the important diagnostic tools.
For example, wet cough in children may represent lower respiratory tract infections …

Automatic classification of childhood asthma and pneumonia based on cough sound analysis

L Yue, W Xu - 2021 2nd International Conference on Artificial …, 2021 - ieeexplore.ieee.org
Cough is an important basis for the diagnosis of respiratory diseases, and it has important
research significance to predict and classify the types of coughs in childhood diseases …

A novel method for wet/dry cough classification in pediatric population

YA Amrulloh, DAR Wati, F Pratiwi… - 2016 IEEE region 10 …, 2016 - ieeexplore.ieee.org
Cough is one of the early symptoms of the respiratory tract infections. Cough can be
classified into wet and dry classes based on the mucus. In pediatric population, knowing the …

Development of machine learning for asthmatic and healthy voluntary cough sounds: a proof of concept study

HI Hee, BT Balamurali, A Karunakaran, D Herremans… - Applied Sciences, 2019 - mdpi.com
(1) Background: Cough is a major presentation in childhood asthma. Here, we aim to
develop a machine-learning based cough sound classifier for asthmatic and healthy …

Automatic identification of wet and dry cough in pediatric patients with respiratory diseases

V Swarnkar, UR Abeyratne, AB Chang… - Annals of biomedical …, 2013 - Springer
Cough is the most common symptom of several respiratory diseases. It is a defense
mechanism of the body to clear the respiratory tract from foreign materials inhaled …

Wet and Dry Cough Classification System Using Support Vector Machine and Logistic Regression

PCS Andrei, CAJ Madamba, MLC Guico… - … on Computer and …, 2023 - ieeexplore.ieee.org
Dry cough has been recognized as a common symptom of coronavirus respiratory diseases,
emphasizing the importance of accurately identifying and classifying cough types to mitigate …

[HTML][HTML] Detecting acute respiratory diseases in the pediatric population using cough sound features and machine learning: a systematic review

RV Sharan, H Rahimi-Ardabili - International Journal of Medical Informatics, 2023 - Elsevier
Background Acute respiratory diseases are a leading cause of morbidity and mortality in
children. Cough is a common symptom of acute respiratory diseases and the sound of …

Classification of cough sounds using spectrogram methods and a parallel-stream one-dimensional deep convolutional neural network

YP Huang, R Mushi - IEEE Access, 2022 - ieeexplore.ieee.org
Currently, a subjective method is used to diagnose cough sounds, particularly wet and dry
coughs, which can lead to incorrect diagnoses. In this study, novel emergent features were …

Detection and Recognition of Cough Sounds Using Deep Learning for Medical Monitoring

F Mouomene Moffo, A Vigny Noumsi Woguia… - … Conference on Safe …, 2023 - Springer
Coughing is the most prevalent indication of respiratory illness. The importance of cough
detection and classification as a preventive measure against infectious diseases cannot be …

Towards cough sound analysis using the internet of things and deep learning for pulmonary disease prediction

A Kumar, K Abhishek, MR Ghalib… - Transactions on …, 2022 - Wiley Online Library
Cough is a symptom in over a hundred respiratory diseases. The audio features in cough
signals contain erudition about the predicament of the respiratory system. Using deep …